Documentation of the BBCI Matlab Toolbox

IN CONSTRUCTION

Contents

• /ToolboxSetup - Installation, configuration and starting the toolbox

• /ToolboxData - Data formats, data structures, functions for fileio

• /ToolboxIntro - A gentle introduction to the toolbox

• /ToolboxPracticalExamples - Of investigating ERPs, and Spectral Analysis

• /ToolboxFileio - Functions for reading and writing EEG data

• /ToolboxVisualization - How to visualize EEG data

• /ToolboxClassification - How to use classifiers and tools for validation

• /ToolboxAutomation - Automatic analysis of a set of experiments, and generation of PDFs (includes calculation of Grand Average ERPs)

• /ToolboxExperimentalStudy - Preparing scripts for an experimental study (acquisition and data conversion)

• /ToolboxOnline - All about the online system

• Function reference: Basti please add the link here!

Advanced topics

Preprocessing

• /ToolboxFilter - Filter design [TODO]

Neurophysiology

• /ToolboxTimeFrequency - Time-frequency analysis using wavelets and short-time Fourier transform [in progress]

• /ToolboxSource - EEG source localization [TODO] Stefan?

• /ToolboxCoherence - Coherence and phase locking* [TODO] Arne??? Johannes?

Machine Learning

• /ToolboxClassifier - Classifier selection (linear vs non-linear etc) Volunteers???

• /ToolboxPca - Principal components analysis (PCA) [TODO] Sven?

• /ToolboxIca - Independent components analysis (ICA) [TODO] Michael?

• /ToolboxCsp - Common Spatial Patterns (CSP), CSP patches, stationary CSP [TODO] Carmen? Claudia? Wojtek?

• /ToolboxSsa - Stationary Subspace Analysis (SSA) [TODO] Paul???

• /ToolboxCca - Canonical Correlation Analysis (CCA) [TODO] ???

Statistics & Math

• /ToolboxStatisticsTtest - T-test

• /ToolboxStatisticalANOVA - Analysis of variance

• /ToolboxStatisticsNonparametric - Nonparametric statistics

• /ToolboxStatisticalAnalysis - Using parametric (t-test, ANOVA) and nonparametric tests

*Depending on permission to include Guido's code into the BBCI toolbox.